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  • 标题:Optimal designs for regression with spherical data
  • 本地全文:下载
  • 作者:Holger Dette ; Maria Konstantinou ; Kirsten Schorning
  • 期刊名称:Electronic Journal of Statistics
  • 印刷版ISSN:1935-7524
  • 出版年度:2019
  • 卷号:13
  • 期号:1
  • 页码:361-390
  • DOI:10.1214/18-EJS1524
  • 语种:English
  • 出版社:Institute of Mathematical Statistics
  • 摘要:In this paper optimal designs for regression problems with spherical predictors of arbitrary dimension are considered. Our work is motivated by applications in material sciences, where crystallographic textures such as the misorientation distribution or the grain boundary distribution (depending on a four dimensional spherical predictor) are represented by series of hyperspherical harmonics, which are estimated from experimental or simulated data.
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